Deep Reinforcement Learning Algorithms for Heterogeneous Multiple Knapsack Problems
By focusing on the traditional multi-Knapsack Problem (KP) in typical logistics system operations, this study abstracts a Heterogeneous Multiple Knapsack Problem (HMKP) and formulates an improved Deep Deterministic Policy Gradient (DDPG) algorithm to solve it. The DDPG algorithm tends to fall into a...
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| Autor principal: | |
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| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
Editorial Office of Computer Engineering
2026-04-01
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| Colección: | Jisuanji gongcheng |
| Materias: | |
| Acceso en línea: | https://www.ecice06.com/fileup/1000-3428/PDF/20260411.pdf |
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